Learning Cartographic Building Generalization with Deep Convolutional Neural Networks
暂无分享,去创建一个
[1] K. Sasaki,et al. Learning to simplify , 2016, ACM Trans. Graph..
[2] Roberto Cipolla,et al. SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation , 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[3] Min Yang,et al. A graph convolutional neural network for classification of building patterns using spatial vector data , 2019, ISPRS Journal of Photogrammetry and Remote Sensing.
[4] Zhilin Li,et al. A Comparative Study of Various Supervised Learning Approaches to Selective Omission in a Road Network , 2017 .
[5] Hiroshi Ishikawa,et al. Mastering Sketching , 2017, ACM Trans. Graph..
[6] Jürgen Schmidhuber,et al. Long Short-Term Memory , 1997, Neural Computation.
[7] Monika Sester,et al. Extraction of Pluvial Flood Relevant Volunteered Geographic Information (VGI) by Deep Learning from User Generated Texts and Photos , 2018, ISPRS Int. J. Geo Inf..
[8] Yongyang Xu,et al. Quality assessment of building footprint data using a deep autoencoder network , 2017, Int. J. Geogr. Inf. Sci..
[9] Jun Chen,et al. Automated building generalization based on urban morphology and Gestalt theory , 2004, Int. J. Geogr. Inf. Sci..
[10] Uwe Stilla,et al. Classification With an Edge: Improving Semantic Image Segmentation with Boundary Detection , 2016, ISPRS Journal of Photogrammetry and Remote Sensing.
[11] Qingjie Liu,et al. Road Extraction by Deep Residual U-Net , 2017, IEEE Geoscience and Remote Sensing Letters.
[12] Kiyun Yu,et al. Machine Learning Classification of Buildings for Map Generalization , 2017, ISPRS Int. J. Geo Inf..
[13] Monika Sester,et al. Building generalization using deep learning , 2018 .
[14] Yoshua Bengio,et al. Gradient-based learning applied to document recognition , 1998, Proc. IEEE.
[15] Nan Yang,et al. A review of road extraction from remote sensing images , 2016 .
[16] Menglong Yan,et al. Semantic Segmentation of Aerial Images With Shuffling Convolutional Neural Networks , 2018, IEEE Geoscience and Remote Sensing Letters.
[17] Monika Sester,et al. Knowledge acquisition for the automatic interpretation of spatial data , 2000, Int. J. Geogr. Inf. Sci..
[18] Tinghua Ai,et al. A polygon aggregation method with global feature preservation using superpixel segmentation , 2019, Comput. Environ. Urban Syst..
[19] Monika Sester,et al. Optimization approaches for generalization and data abstraction , 2005, Int. J. Geogr. Inf. Sci..
[20] Monika Sester,et al. EXPLORING ALS AND DIM DATA FOR SEMANTIC SEGMENTATION USING CNNS , 2018, The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences.
[21] Jantien Stoter,et al. Fully automated generalization of a 1:50k map from 1:10k data , 2014 .
[22] Yong Wang,et al. Building simplification using backpropagation neural networks: a combination of cartographers' expertise and raster-based local perception , 2013 .